{"id":"https://openalex.org/W2612281806","doi":"https://doi.org/10.1145/3041021.3053062","title":"Scientific Article Recommendation by using Distributed Representations of Text and Graph","display_name":"Scientific Article Recommendation by using Distributed Representations of Text and Graph","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2612281806","doi":"https://doi.org/10.1145/3041021.3053062","mag":"2612281806"},"language":"en","primary_location":{"id":"doi:10.1145/3041021.3053062","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3041021.3053062","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on World Wide Web Companion - WWW '17 Companion","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3041021.3053062","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101995843","display_name":"Shashank Gupta","orcid":"https://orcid.org/0000-0003-1291-7951"},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shashank Gupta","raw_affiliation_strings":["International Institute of Information Technology, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology, Hyderabad, India","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073786634","display_name":"Vasudeva Varma","orcid":"https://orcid.org/0000-0003-1923-1725"},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vasudeva Varma","raw_affiliation_strings":["International Institute of Information Technology, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology, Hyderabad, India","institution_ids":["https://openalex.org/I64189192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101995843"],"corresponding_institution_ids":["https://openalex.org/I64189192"],"apc_list":null,"apc_paid":null,"fwci":6.6306,"has_fulltext":false,"cited_by_count":67,"citation_normalized_percentile":{"value":0.97315554,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1267","last_page":"1268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8100602030754089},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6424068212509155},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6344442367553711},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6326040029525757},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.546053409576416},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5147188305854797},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.47616833448410034},{"id":"https://openalex.org/keywords/scientific-literature","display_name":"Scientific literature","score":0.4165078401565552},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37215644121170044},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.10747730731964111}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8100602030754089},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6424068212509155},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6344442367553711},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6326040029525757},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.546053409576416},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5147188305854797},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.47616833448410034},{"id":"https://openalex.org/C2781083858","wikidata":"https://www.wikidata.org/wiki/Q17327049","display_name":"Scientific literature","level":2,"score":0.4165078401565552},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37215644121170044},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.10747730731964111},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3041021.3053062","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3041021.3053062","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on World Wide Web Companion - WWW '17 Companion","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3041021.3053062","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3041021.3053062","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on World Wide Web Companion - WWW '17 Companion","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1880262756","https://openalex.org/W2022322548","https://openalex.org/W2100235303","https://openalex.org/W2131744502","https://openalex.org/W2135790056","https://openalex.org/W2147152072","https://openalex.org/W2153579005","https://openalex.org/W2154851992","https://openalex.org/W2164259805","https://openalex.org/W2950133940","https://openalex.org/W3104097132","https://openalex.org/W6639619044"],"related_works":["https://openalex.org/W2185469136","https://openalex.org/W4306353150","https://openalex.org/W8219677","https://openalex.org/W3216879894","https://openalex.org/W2168054807","https://openalex.org/W2058990474","https://openalex.org/W2026860389","https://openalex.org/W2043363698","https://openalex.org/W3207883763","https://openalex.org/W4386977688"],"abstract_inverted_index":{"Scientific":[0],"article":[1],"recommendation":[2,73],"problem":[3,69],"deals":[4],"with":[5],"recommending":[6],"similar":[7],"scientific":[8,71],"articles":[9],"given":[10],"a":[11,19,75],"query":[12],"article.":[13],"It":[14],"can":[15,57],"be":[16,33,58],"categorized":[17],"as":[18],"content":[20],"based":[21],"similarity":[22],"system.":[23],"Recent":[24],"advancements":[25],"in":[26,35,39,55,86,121,130],"representation":[27,99,119],"learning":[28],"methods":[29,120],"have":[30],"proven":[31],"to":[32,60,80],"effective":[34],"modeling":[36],"distributed":[37,49,83,91,98,118],"representations":[38,50,92],"different":[40],"modalities":[41],"like":[42],"images,":[43],"languages,":[44],"speech,":[45],"networks":[46],"etc.":[47],"The":[48],"obtained":[51],"using":[52],"such":[53],"techniques":[54],"turn":[56],"used":[59],"calculate":[61],"similarities.":[62],"In":[63],"this":[64,87],"paper,":[65],"we":[66,110],"address":[67],"the":[68,101,105,116],"of":[70,93,100,132],"paper":[72],"through":[74],"novel":[76],"method":[77,114],"which":[78,85],"aims":[79],"combine":[81],"multimodal":[82],"representations,":[84],"case":[88],"are:":[89],"1.":[90],"paper's":[94],"content,":[95],"and":[96,123,127,134],"2.":[97],"graph":[102],"constructed":[103],"from":[104],"bibliographic":[106],"network.":[107],"Through":[108],"experiments":[109],"demonstrate":[111],"that":[112],"our":[113],"outperforms":[115],"state-of-the-art":[117],"text":[122],"graph,":[124],"by":[125],"29.6%":[126],"20.4%,":[128],"both":[129],"terms":[131],"precision":[133],"mean-average-precision":[135],"respectively.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":10}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}